Paulooh007/drone-based-plant-monitoring-system
drone-based-plant-monitoring-system
Drone Based System for Plant Monitoring and Data Collection using Computer Vision. (Yolov4, DeepSORT, OpenCV)
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Paulooh007
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Oct 23, 2021
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This repository implements a drone-based system for automated plant monitoring and data collection using advanced computer vision techniques. The system leverages YOLOv4 for object detection, DeepSORT for tracking, and OpenCV for image processing to monitor plant health and collect agricultural data from aerial footage. The implementation is provided through Jupyter notebooks that demonstrate the complete workflow from drone data acquisition to plant analysis.
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Updated 4 years ago
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- Project created
- Oct 23, 2021
- Forked
- Mar 23, 2026
- Your last push
- 4 years ago
- Upstream last push
- 4 years ago
- Tracked since
- Dec 8, 2021
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